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lmZ ed ZeG dd„ deƒƒZdS )é    )Úannotations)Ú	dataclass)ÚClassVarÚcast)ÚLiteralN)Ú	DataFrame)ÚScale)ÚGroupBy)ÚStat)ÚVersion)Zinverted_cdfZaveraged_inverted_cdfZclosest_observationZinterpolated_inverted_cdfZhazenZweibullÚlinearZmedian_unbiasedZnormal_unbiasedÚlowerZhigherZmidpointZnearestc                   @  s^   e Zd ZU dZdZded< dZded< dZd	ed
< ddddœdd„Zddddddœdd„Z	dS )ÚPercaY  
    Replace observations with percentile values.

    Parameters
    ----------
    k : list of numbers or int
        If a list of numbers, this gives the percentiles (in [0, 100]) to compute.
        If an integer, compute `k` evenly-spaced percentiles between 0 and 100.
        For example, `k=5` computes the 0, 25, 50, 75, and 100th percentiles.
    method : str
        Method for interpolating percentiles between observed datapoints.
        See :func:`numpy.percentile` for valid options and more information.

    Examples
    --------
    .. include:: ../docstrings/objects.Perc.rst

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r   )Ú
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